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2.7k

7.6k

apache-2.0

373

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

lstm seq2seq monte-carlo trading-bot stock-market deep-learning lstm-sequence strategy-agent learning-agents deep-learning-stock evolution-strategies stock-price-prediction stock-prediction-models stock-price-forecasting monte-carlo-markov-chain

This repository has been archived (exclude archived)

Created 2017-12-18

125 commits to master branch, last one 3 years ago

Reinforcement-Learning andri27-ts

617

4.1k

mit

245

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

a2c dqn ppo deepmind qlearning deep-learning machine-learning policy-gradients evolution-strategies reinforcement-learning artificial-intelligence deep-reinforcement-learning

Created 2018-08-28

146 commits to master branch, last one 4 years ago

Evolutionary-Algorithm MorvanZhou

635

1.2k

mit

64

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

Created 2017-07-15

39 commits to master branch, last one 7 months ago

Gradient-Free-Optimizers SimonBlanke

79

1.1k

mit

21

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

hyperactive nelder-mead optimization hill-climbing random-search meta-heuristic machine-learning simulated-annealing evolution-strategies bayesian-optimization blackbox-optimization constrained-optimization tree-of-parzen-estimator gradient-free-optimization hyperparameter-optimization particle-swarm-optimization

Created 2020-04-04

813 commits to master branch, last one 27 days ago

lagom zuoxingdong

31

373

mit

16

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

Created 2017-12-21

703 commits to master branch, last one 4 years ago

cmaes CyberAgentAILab

59

329

mit

12

Python library for CMA Evolution Strategy.

cma-es optuna evolution-strategy evolution-strategies black-box-optimization hyperparameter-optimization

Created 2020-01-30

465 commits to main branch, last one 26 days ago

Evolutionary.jl wildart

61

321

other

8

Evolutionary & genetic algorithms for Julia

cmaes julia optimisation optimization pareto-front genetic-algorithm genetic-programming evolution-strategies differential-evolution evolutionary-algorithms multiobjective-optimization

Created 2014-09-08

199 commits to master branch, last one about a year ago

goptuna c-bata

22

255

mit

9

A hyperparameter optimization framework, inspired by Optuna.

bandit-algorithms evolution-strategies bayesian-optimization blackbox-optimization

Created 2019-07-24

798 commits to main branch, last one 12 days ago

awesome-deep-neuroevolution Alro10

35

219

apache-2.0

19

A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)

awesome neuroevolution genetic-algorithms deep-neuroevolution deep-neural-networks evolution-strategies evolutionary-algorithms deep-reinforcement-learning

Created 2019-02-15

287 commits to master branch, last one 3 years ago

pypop Evolutionary-Intelligence

26

178

gpl-3.0

4

PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants (evolutionary algorithms/swarm-based optimizers/pattern search/...). [...

optimization direct-search random-search metaheuristics genetic-algorithms global-optimization evolution-strategies black-box-optimization differential-evolution nonlinear-optimization numerical-optimization continuous-optimization evolutionary-algorithms optimization-algorithms large-scale-optimization zeroth-order-optimization gradient-free-optimization particle-swarm-optimization derivative-free-optimization population-based-optimization

Created 2021-01-26

6,763 commits to main branch, last one 17 hours ago

flappy-es mdibaiee

16

141

unknown

16

Flappy Bird AI using Evolution Strategies

flappy-bird machine-learning evolution-strategy evolution-strategies unsupervised-learning reinforcement-learning artificial-intelligence

Created 2017-04-02

30 commits to master branch, last one 2 years ago

Awesome-LLM-Prompt-Optimization jxzhangjhu

6

129

unknown

5

Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models

llms prompt optimization llm-optimizer prompt-tuning prompt-learning llm-optimization prompt-optimization evolution-strategies large-language-models

Created 2023-10-26

21 commits to main branch, last one 3 months ago

reinforcement-learning TheoLvs

49

101

unknown

4

Personal experiments on Reinforcement Learning

q-learning actor-critic deep-learning policy-gradient machine-learning genetic-algorithm chrome-dinosaur-game evolution-strategies delivery-optimization reinforcement-learning travelling-salesman-problem

Created 2017-08-29

158 commits to master branch, last one 3 years ago

LibOptimization tomitomi3

18

56

mit

6

LibOptimization is numerical optimization algorithm library for .NET Framework. / .NET用の数値計算、最適化ライブラリ

pso algorithm nelder-mead optimization firefly-algorithm genetic-algorithm evolution-strategies heuristic-optimization optimization-algorithm optimization-algorithms derivative-free-algorithm particle-swarm-optimization numerical-optimization-library optimization-algorithm-library

Created 2014-12-02

286 commits to develop branch, last one about a year ago

EC-A-Modern-Perspective Evolutionary-Intelligence

7

41

cc0-1.0

3

Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now (from 2023 to 2027).

neuroevolution machine-learning quality-diversity genetic-algorithms swarm-intelligence genetic-programming evolution-strategies evolutionary-learning evolutionary-robotics bio-inspired-computing artificial-intelligence evolutionary-algorithms evolutionary-computation bio-inspired-optimization evolutionary-optimization

Created 2023-07-11

691 commits to main branch, last one 19 days ago

mevo MorvanZhou

5

36

mit

4

Evolutionary algorithms, alternative to Reinforcement Learning

neural-evolution genetic-algorithm evolution-strategies reinforcement-learning evolutionary-algorithms

Created 2023-02-02

29 commits to main branch, last one about a year ago